RAG combines retrieval and foundation models for powerful question answering systems. Automate RAG deployment with Amazon Bedrock and AWS CloudFormation for seamless setup.
LLM prompts show brittleness in AI responses. Experiment with OpenAI's GPT-4o reveals 55% accuracy with original prompt.
Synthetic data raises concerns of model collapse in AI development, but study may not reflect real-world practices and advancements. Omission of standard mitigation techniques and quality control in study limits applicability to industry scenarios.
Large language models (LLMs) are growing in size for better results, but with increased computational demands. Speculative sampling improves efficiency by verifying multiple tokens in parallel, enhancing hardware resource utilization.
Fake AI vocals, including Donald Trump's, disrupt the Montego Bay clash scene, sparking debates on the future of the culture. The use of AI vocalists challenges authenticity and originality in the historic Sumfest Global Sound Clash tradition.
Elon Musk sues OpenAI CEO Sam Altman, alleging manipulation into co-founding the company. Legal battle reignited with new lawsuit in northern California court.
Summary: Learn how to build a 124M GPT2 model with Jax for efficient training speed, compare it with Pytorch, and explore the key features of Jax like JIT Compilation and Autograd. Reproduce NanoGPT with Jax and compare multiGPU training token/sec between Pytorch and Jax.
Current data engineering landscape strays from simplicity, overlooking Unix principles. Unix-like systems offer elegant data abstractions as files, yet databases complicate access with SQL interfaces.
AI's impact on society prompts the question: How do we ensure AI benefits humanity? Exploring the connection between human flourishing and AI development reveals the need for societal infrastructure to promote wellbeing.
LLMs can predict metadata for humanitarian datasets without fine-tuning, offering efficient and accurate results. GPT-4o shows promise in predicting HXL tags and attributes, simplifying data processing for humanitarian efforts.
Sam Altman's ChatGPT captivates global attention, sparking AI mania. But a scientist warns of the dangers posed by Altman and AI.
Daniel Bedingfield argues that AI is music's future, warning 'neo-luddites' risk being left behind. Growing use of AI in creative industries sparks debate over job security and artistic integrity.
GraphStorm is a low-code GML framework for building ML solutions on enterprise-scale graphs in days. Version 0.3 adds multi-task learning support for node classification and link prediction tasks.
Black Forest Labs debuts FLUX.1 text-to-image AI models after engineers leave Stability AI due to poor performance issues. The company offers high-end, mid-range, and faster versions, claiming superior image quality and text prompt accuracy.
Labour government delays £1.3bn Tory-funded supercomputer and AI projects. Future of UK's first exascale supercomputer uncertain.